Problem-solving strategies for open sets in topology

Parallel Agent Orchestration

AI-powered web search, research, and reasoning via Perplexity

Search Tool Hierarchy

Search Tool Hierarchy

Skill Development Rules

Get a token-efficient overview of any project using the TLDR stack

Validation agent that validates plan tech choices against current best practices

Evaluate pricing changes using ARPU, conversion, churn risk, NRR, and payback. Use when deciding whether a pricing move should ship.

Calculate SaaS revenue, retention, and growth metrics. Use when diagnosing momentum, churn, expansion, or product-market-fit signals.

Turn raw PM content into a compliant, publish-ready skill. Use when creating or updating a repo skill without breaking standards.

Break a large story or epic into smaller deliverable stories using proven split patterns. Use when backlog items are too big for estimation, sequencing, or independent release.

Facilitate workshop sessions in a one-step, multi-turn flow. Use when an interactive skill needs consistent pacing, options, and progress tracking.

Creates or removes a git worktree using the project scripts and shared config. Use when the user asks to create a worktree, add a worktree, remove a worktree, delete a worktree, or work on a parallel branch in a separate directory.

Automate Google Calendar events, scheduling, availability checks, and attendee management via Rube MCP (Composio). Create events, find free slots, manage attendees, and list calendars programmatically.

Batch-categorize uncategorized transactions by clustering similar ones and applying categories in bulk.

Ship parcels via any configured carrier — MyParcel, Sendcloud, DHL Parcel NL, PostNL, DPD, UPS, FedEx. Auto-selects the first carrier whose credentials are configured, or pass --carrier <name> to override. Verbs: ship, label, track, list, carriers.

Run all remaining phases autonomously — discuss→plan→execute per phase

Diagnose planning directory health and optionally repair issues

Insert urgent work as decimal phase (e.g., 72.1) between existing phases

Surface Claude's assumptions about a phase approach before planning

List active GSD workspaces and their status

Create context handoff when pausing work mid-phase

Remove a future phase from roadmap and renumber subsequent phases

Research how to implement a phase (standalone - usually use /gsd-plan-phase instead)

Convene a meeting of AI personas (3 to 10 participants) who debate a subject and reach a synthesis. Teams adapt to the theme (dev, design, product, business, life). The user can mix teams, add custom personas on the fly, and size the meeting up or down. Full debate written to a markdown file in the current directory, only the Boss's final synthesis is shown in the console.

Search for exploits across all vulnerabilities with filtering by ecosystem, severity, source, and EPSS

Best practices for numerical computing with NumPy including arrays, broadcasting, and vectorization.

azure-ai-agents-persistent-dotnet

azure-ai-openai-dotnet

azure-ai-projects-dotnet

azure-eventgrid-dotnet

azure-eventhub-dotnet

azure-identity-dotnet

azure-maps-search-dotnet

.NET SDK for managing Arize AI Observability and Evaluation resources on Azure.

azure-mgmt-botservice-dotnet

azure-mgmt-fabric-dotnet

azure-mgmt-weightsandbiases-dotnet

azure-resource-manager-durabletask-dotnet

azure-servicebus-dotnet

Azure Functions extension for handling Microsoft Entra ID custom authentication events.

azure-ai-agents-persistent-java

azure-ai-projects-java

azure-ai-voicelive-java

azure-appconfiguration-java

Azure Communication Services common utilities for Java. Use when working with CommunicationTokenCredential, user identifiers, token refresh, or shared authentication across ACS services.

Send SMS messages with Azure Communication Services SMS Java SDK. Use when implementing SMS notifications, alerts, OTP delivery, bulk messaging, or delivery reports.

Azure Identity library for Java authentication with Azure services. Use when implementing DefaultAzureCredential, managed identity, service principal, or any Azure authentication pattern in Java applications.

azure-identity-py